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Machine Learning courses

1795 Courses

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California Institute of Technology University of Pennsylvania

AI Fundamentals for Non-Data Scientists

Unlock the potential of AI in your business with the "AI Fundamentals for Non-Data Scientists" course, presented by the prestigious University of Pennsylvania and available on Coursera. Dive deep into the world of Machine Learning and Big Data, learning how to interpret and handle vast amounts of information effectively. Discover the creation of al.
provider Coursera
sessions On-Demand
California Institute of Technology University of California, San Diego

Applied Linear Algebra in AI and ML

Title: Applied Linear Algebra in AI and ML Description: Delve into the critical mathematical underpinnings of artificial intelligence (AI) and machine learning (ML) with our specialized course, offered by the University of California, San Diego, through Swayam. Designed to equip senior undergraduate and postgraduate students majoring in Computer Sc.
provider Swayam
sessions 21st Jan, 2024
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California Institute of Technology FutureLearn

AI For Lawyers (II): Tools for Legal Professionals

Explore how Artificial Intelligence (AI) and machine learning are revolutionizing the legal sector in the comprehensive four-week course "AI For Lawyers (II): Tools for Legal Professionals." This insightful course is an extension of "AI for Legal Professionals (I): Law and Policy," aimed primarily at lawyers and legal experts eager to enhance their.
provider FutureLearn
sessions On-Demand
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California Institute of Technology University of Colorado Boulder

Computational Vision

Explore the limits of human and artificial vision with the Computational Vision course offered by the University of Colorado Boulder, now available on Coursera. This deep dive into cognitive vision delves into sophisticated models addressing a vast range of vision tasks, paving the way for a nuanced analysis of both mind and brain functionalities..
provider Coursera
sessions On-Demand
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California Institute of Technology edX

Self-Driving Cars with Duckietown

Explore the future of mobility with the Self-Driving Cars with Duckietown course. This educational journey offers a comprehensive introduction to the fascinating world of vehicle autonomy, blending theoretical knowledge with practical application. Dive into the realm of robotics and artificial intelligence (AI) as they promise to transform everyday.
provider edX
sessions On-Demand
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California Institute of Technology Taipei Medical University

Introduction to AI Applications in Pulmonary Medicine

Delve into the cutting-edge intersection of artificial intelligence (AI) and pulmonary medicine with this comprehensive four-week course offered by Taipei Medical University through FutureLearn. This course is an extensive exploration into the utilization of AI for the identification, clinical management, and investigation of respiratory illnesses..
provider FutureLearn
sessions On-Demand
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California Institute of Technology edX  Professional Certificate

Text Analytics with Python

Embark on a journey into the realm of text analytics and natural language processing (NLP) with the comprehensive Text Analytics with Python certificate. This course demystifies the core techniques of NLP and the cognitive sciences behind them, equipping learners with the skills to perform sophisticated text analysis in Python. Participants will ma.
provider edX  Professional Certificate
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California Institute of Technology Harvard University

Machine Learning and AI with Python

Embark on a transformative journey into the realm of artificial intelligence (AI) and machine learning with Python, offered by Harvard University through edX. This meticulously designed course delves into the intricate world of decision-making processes enhanced by AI. Understanding the complexities of making decisions in a world inundated with dat.
provider edX
sessions On-Demand
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California Institute of Technology Coursera

Introduction to Generative AI

Course Title: Introduction to Generative AI Description: Dive into the world of AI with our beginner-friendly microlearning course on Generative AI. Learn the basics of what Generative AI entails, its applications, and how it sets itself apart from conventional machine learning techniques. This course also provides an overview of various Google Too.
provider Coursera
sessions On-Demand
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California Institute of Technology University of Naples Federico II

AI Product Management

Explore the forefront of innovation with the AI Product Management Specialization offered by the University of Naples Federico II, in collaboration with Coursera. This groundbreaking program is tailored for professionals across various industries aiming to leverage artificial intelligence (AI) and machine learning (ML) in developing cutting-edge pr.
provider Coursera  Specialization

More and more products are now being developed using artificial intelligence. To avoid being left on the sidelines of progress, managers must understand how the robot’s “brains” work

Artificial intelligence (AI) and machine learning technologies have been used for many years, but now the intensity of their use has increased significantly. For example, machine learning is being actively implemented in telecommunications, retail, marketing and e-commerce. But many still do not fully understand what it is.

Machine learning involves the system processing a large number of examples, during which it identifies patterns and uses them to predict the characteristics of new data. In other words, this is the process of giving AI ml courses “consciousness”, the ability to remember and analyze.

Machine learning use cases

The use of machine learning has touched many areas in our lives. Let's look at the most striking examples of the use of computer intelligence:

Facial recognition in the subway will help identify violators or criminals in a huge mass of people. Ordinary observers cannot cope with this task. But a fast-learning machine will do this job without any problems.

What do you need for machine learning (ML)?

For those interested in training, there are several requirements to be met in order to be successful in this field. So, there are the main points you need to know about the machine learning course. These requirements include:

  1. Basic knowledge of programming languages such as Python, R, Java, JavaScript, etc.

  2. Average knowledge of statistics and probability.

  3. Basic knowledge of linear algebra in the ml course. In a linear regression model, a line is drawn through all the data points, and that line is used to calculate new values.

  4. Understanding Calculus.

  5. Knowledge of how to clean and structure raw data into the desired format to reduce the time required for decision making.

Machine learning courses from AI Eeducation are the best choice!